This question already has answers here:
Replace non-ASCII characters with a single space
(12 answers)
Closed 6 years ago.
I am pulling tweets in python using tweepy.
It gives the entire data in type unicode.
Eg: print type(data) gives me <type 'unicode'>
It contains unicode characters in it.
Eg: hello\u2026 im am fine\u2019s
I want to remove all of these unicode characters. Is there any regular expression i can use?
str.replace isn't a viable option as unicode characters can be any values, from smileys to unicode apostrophes.
In [10]: from unicodedata import normalize
In [11]: out_text = normalize('NFKD', input_text).encode('ascii','ignore')
Try this.
Edit
Actually normalize Return the normal form form for the Unicode string unistr. Valid values for form are ‘NFC’, ‘NFKC’, ‘NFD’, and ‘NFKD’. If you wana more about NFKD go to this link
In [12]: u = unichr(40960) + u'abcd' + unichr(1972)
In [13]: u.encode('utf-8')
Out[13]: '\xea\x80\x80abcd\xde\xb4'
In [14]: u
Out[14]: u'\ua000abcd\u07b4'
In [16]: u.encode('ascii', 'ignore')
Out[16]: 'abcd'
From the above code you will get what encode('ascii','ignore') does.
Ref : https://docs.python.org/2/library/unicodedata.html#unicodedata.normalize
Related
This question already has answers here:
Process escape sequences in a string in Python
(8 answers)
Closed 7 months ago.
I want to create a raw unicode character from a string hex representation. That is, I have a string s = '\u0222' which will be the 'Ȣ' character.
Now, this works if I do
>>> s = '\u0222'
>>> print(s)
'Ȣ'
but, if I try to do concatenation, it comes out as
>>> h = '0222'
>>> s = r'\u' + '0222'
>>> print(s)
\u0222
>>> s
'\\u0222'
because as it can be seen, what's actually in string is '\\u' not '\u'. How can I create the unicode character from hex strings or, how can I enter a true single backslash?
This was a lot harder to solve than I initially expected:
code = '0222'
uni_code = r'\u' + code
s = uni_code.encode().decode('unicode_escape')
print(s)
Or
code = b'0222'
uni_code = b'\u' + code
s = uni_code.decode('unicode_escape')
print(s)
Entering \u0222 is only for string constants and the Python interpreter generates a single Unicode code point for that syntax. It's not meant to be constructed manually. The chr() function is used to generate Unicode code points. The following works for strings or integers:
>>> chr(int('0222',16)) # convert string to int base 16
'Ȣ'
>>> chr(0x222) # or just pass an integer.
'Ȣ'
And FYI ord() is the complementary function:
>>> hex(ord('Ȣ'))
'0x222'
This question already has answers here:
Python string to unicode [duplicate]
(3 answers)
Closed 6 years ago.
I have a question about Python 2 encoding. I am trying to decode an ASCII string which contains Unicode code of a letter to Unicode, and then encode it back to Latin-1, but with no success. Here is an illustration:
In[27]: d = u'\u010d'
In[28]: print d.encode('utf-8')
č
In[29]: d1 = '\u010d'
In[30]: d1.decode('ascii').encode('utf-8')
Out[30]: '\\u010d'
I would like to convert '\u010d' to 'č'. Are there any built-in solutions to avoid custom string replacement?
When you do
d1 = '\u010d'
you actually get this string:
In [3]: d1
Out[3]: '\\u010d'
This is because "normal" (non-Unicode) strings don't recognize the \unnnn escape sequence and therefore convert it to a literal backslash, followed by unnnn.
In order to decode that, you need to use the unicode_escape codec:
In [4]: print d1.decode("unicode_escape").encode('utf-8')
č
But of course you shouldn't use Unicode escape sequences in non-Unicode strings in the first place.
I'm trying to work out a way to encode/decode binary data in such a way that the new line character is not part of the encoded string.
It seems to be a recursive problem, but I can't seem to work out a solution.
e.g. A naive implementation:
>>> original = 'binary\ndata'
>>> encoded = original.replace('\n', '=n')
'binary=ndata'
>>> decoded = original.replace('=n', '\n')
'binary\ndata'
What happens if there is already a =n in the original string?
>>> original = 'binary\ndata=n'
>>> encoded = original.replace('\n', '=n')
'binary=ndata=n'
>>> decoded = original.replace('=n', '\n')
'binary\ndata\n' # wrong
Try to escape existing =n's, but then what happens if there is already an escaped =n?
>>> original = '++nbinary\ndata=n'
>>> encoded = original.replace('=n', '++n').replace('\n', '=n')
'++nbinary=ndata++n'
How can I get around this recursive problem?
Solution
original = 'binary\ndata \\n'
# encoded = original.encode('string_escape') # escape many chr
encoded = original.replace('\\', '\\\\').replace('\n', '\\n') # escape \n and \\
decoded = encoded.decode('string_escape')
verified
>>> print encoded
binary\ndata \\n
>>> print decoded
binary
data \n
The solution is from How do I un-escape a backslash-escaped string in python?
Edit: I wrote it also with your ad-hoc economic encoding. The original "string_escape" codec escapes backslash, apostrophe and everything below chr(32) and above chr(126). Decoding is the same for both.
The way to encode strings that might contain the "escape" character is to escape the escape character as well. In python, the escape character is a backslash, but you could use anything you want. Your cost is one character for every occurrence of newline or the escape.
To avoid confusing you, I'll use forward slash:
# original
>>> print "slashes / and /newline/\nhere"
slashes / and /newline/
here
# encoding
>>> print "slashes / and /newline/\nhere".replace("/", "//").replace("\n", "/n")
slashes // and //newline///nhere
This encoding is unambiguous, since all real slashes are doubled; but it must be decoded in a single pass, so you can't just use two successive calls to replace():
# decoding
>>> def decode(c):
# Expand this into a real mapping if you have more substitutions
return '\n' if c == '/n' else c[0]
>>> print "".join( decode(c) for c in re.findall(r"(/.|.)",
"slashes // and //newline///nhere"))
slashes / and /newline/
here
Note that there is an actual /n in the input (and another slash before the newline): it all works correctly anyway.
If you encoded the entire string systematically, would you not end up escaping it? Say for every character you do chr(ord(char) + 1) or something trivial like that?
I don't have a great deal of experience with binary data, so this may be completely off/inefficient/both, but would this get around your issue?
In [40]: original = 'binary\ndata\nmorestuff'
In [41]: nlines = [index for index, i in enumerate(original) if i == '\n']
In [42]: encoded = original.replace('\n', '')
In [43]: encoded
Out[43]: 'binarydatamorestuff'
In [44]: decoded = list(encoded)
In [45]: map(lambda x: decoded.insert(x, '\n'), nlines)
Out[45]: [None, None]
In [46]: decoded = ''.join(decoded)
In [47]: decoded
Out[47]: 'binary\ndata\nmorestuff'
Again, I am sure there is a much better/more accurate way - this is just from a novice perspective.
If you are encoding an alphabet of n symbols (e.g. ASCII) into a smaller set of m symbols (e.g. ASCII except newline) you must allow the encoded string to be longer than the original string.
The typical way of doing this is to define one character as an "escape" character; the character following the "escape" represents an encoded character. This technique has been used since the 1940s in teletypewriters; that's where the "Esc" key you see on your keyboard came from.
Python (and other languages) already provide this in strings with the backslash character. Newlines are encoded as '\n' (or '\r\n'). Backslashes escape themselves, so the literal string '\r\n' would be encoded '\\r\\n'.
Note that the encoded length of a string that includes only the escaped character will be double that of the original string. If that is not acceptable you will have to use an encoding that uses a larger alphabet to avoid the escape characters (which may be longer than the original string) or compress it (which may also be longer than the original string).
How about:
In [8]: import urllib
In [9]: original = 'binary\ndata'
In [10]: encoded = urllib.quote(original)
In [11]: encoded
Out[11]: 'binary%0Adata'
In [12]: urllib.unquote(encoded)
Out[12]: 'binary\ndata'
The escapeless encodings are specifically designed to trim off certain characters from binary data. In your case of removing just the \n character, the overhead will be less than 0.4%.
This question already has an answer here:
Why does printing a tuple (list, dict, etc.) in Python double the backslashes?
(1 answer)
Closed 7 months ago.
I have the following code:
string = "ad\23e\4x{\s"
data = (string,)
When I print the data my string in the tuple has an extra slash for each slash a total of 6 back slashes.
How can I avoid the extra back slashes?
The object data is a tuple. When you print a tuple, Python call repr for each element. If you want to format it another way, you have to do the conversion yourself.
>>> s = "ad\23e\4x{\s"
>>> d = (s,)
>>> print d
('ad\x13e\x04{\\s',)
>>> print '(%s,)' % (', '.join('"%s"' % _ for _ in d))
("adex{\s")
Those extra backslashes aren't actually in your string, they are just how Python represents strings (the idea being that you could paste that back into a program and it would work). It's doing that because the tuple's __str__() implementation calls repr() on each item. If you print string or print data[0] you will see what's actually in the string.
You mean something like this?
In [11]: string = r'ad\23e\4x{\s'
In [12]: string
Out[12]: 'ad\\23e\\4x{\\s'
In [13]: print string
ad\23e\4x{\s
In [14]: data=(string,)
In [15]: data
Out[15]: ('ad\\23e\\4x{\\s',)
In [16]: print data
('ad\\23e\\4x{\\s',)
In [17]: print data[0]
ad\23e\4x{\s
Hi I have a problem in python. I try to explain my problem with an example.
I have this string:
>>> string = 'ÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿÀÁÂÃ'
>>> print string
ÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿÀÁÂÃ
and i want, for example, replace charachters different from Ñ,Ã,ï with ""
i have tried:
>>> rePat = re.compile('[^ÑÃï]',re.UNICODE)
>>> print rePat.sub("",string)
�Ñ�����������������������������ï�������������������Ã
I obtained this �.
I think that it's happen because this type of characters in python are represented by two position in the vector: for example \xc3\x91 = Ñ.
For this, when i make the regolar expression, all the \xc3 are not substitued. How I can do this type of sub?????
Thanks
Franco
You need to make sure that your strings are unicode strings, not plain strings (plain strings are like byte arrays).
Example:
>>> string = 'ÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿÀÁÂÃ'
>>> type(string)
<type 'str'>
# do this instead:
# (note the u in front of the ', this marks the character sequence as a unicode literal)
>>> string = u'\xd0\xd1\xd2\xd3\xd4\xd5\xd6\xd7\xd8\xd9\xda\xdb\xdc\xdd\xde\xdf\xe0\xe1\xe2\xe3\xe4\xe5\xe6\xe7\xe8\xe9\xea\xeb\xec\xed\xee\xef\xf0\xf1\xf2\xf3\xf4\xf5\xf6\xf7\xf8\xf9\xfa\xfb\xfc\xfd\xfe\xff\xc0\xc1\xc2\xc3'
# or:
>>> string = 'ÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿÀÁÂÃ'.decode('utf-8')
# ... but be aware that the latter will only work if the terminal (or source file) has utf-8 encoding
# ... it is a best practice to use the \xNN form in unicode literals, as in the first example
>>> type(string)
<type 'unicode'>
>>> print string
ÐÑÒÓÔÕÖ×ØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõö÷øùúûüýþÿÀÁÂÃ
>>> rePat = re.compile(u'[^\xc3\x91\xc3\x83\xc3\xaf]',re.UNICODE)
>>> print rePat.sub("", string)
Ã
When reading from a file, string = open('filename.txt').read() reads a byte sequence.
To get the unicode content, do: string = unicode(open('filename.txt').read(), 'encoding'). Or: string = open('filename.txt').read().decode('encoding').
The codecs module can decode unicode streams (such as files) on-the-fly.
Do a google search for python unicode. Python unicode handling can be a bit hard to grasp at first, it pays to read up on it.
I live by this rule: "Software should only work with Unicode strings internally, converting to a particular encoding on output." (from http://www.amk.ca/python/howto/unicode)
I also recommend: http://www.joelonsoftware.com/articles/Unicode.html